Ryan J. Urbanowicz

1. PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison
   2017/03/01 by Randal S. Olson, Olson, Randal S., William La Cava +7 · 20 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
   2016/03/20 by Randal S. Olson, Nathan Bartley, Olson, Randal S. +5 · 21 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.LG #cs.NE
3. Automating biomedical data science through tree-based pipeline optimization
   2016/01/28 by Randal S. Olson, Olson, Randal S., Ryan J. Urbanowicz +11 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Bioinformatics #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE
4. A System for Accessible Artificial Intelligence
   2017/05/01 by Randal S. Olson, Olson, Randal S., Moshe Sipper +17 · 2 voices
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.HC #cs.NE
5. LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification
   2021/04/26 by Robert Zhang, Zhang, Robert, Rachael Z. Stolzenberg‐Solomon +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.5.1 #I.5.3 #I.5.4 #I.5.5 #I.6.5 #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Viral Infectious Diseases and Gene Expression in Insects
6. Benchmarking Relief-Based Feature Selection Methods for Bioinformatics\n Data Mining
   2017/11/22 by Ryan J. Urbanowicz, Urbanowicz, Ryan J., Randal S. Olson +8 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Evolutionary Algorithms and Applications #Gene expression and cancer classification #Metaheuristic Optimization Algorithms Research